Tue.Jul 25, 2023

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Multithreading vs. Multiprocessing: Understanding the Differences

Analytics Vidhya

Multithreading and multiprocessing are fundamental concepts in computer multitasking, enabling concurrent execution of tasks. While both aim to improve system performance, they have distinct characteristics and are suitable for different scenarios. This article will explore multithreading vs. multiprocessing, their advantages, disadvantages, and the factors influencing their use in various programming tasks.

Analytics 270
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Why entrepreneurs claim there’s no better place to do business than Puerto Rico

CIO Business Intelligence

After graduating from Universidad Politécnica de Puerto Rico with a degree in computer engineering, Alberto Lugo knew he wanted to be an entrepreneur, and he knew that he wanted to build his company on the island. A college internship in Puerto Rico with Microsoft gave him the spark of an idea, and after working for six months in IT for a bank, also located on the island, he saw his opportunity.

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Using Weather Data for Machine Learning Models

Analytics Vidhya

Introduction Weather is a major driver for so many things that happen in the real world. In fact, it is so important that it usually ends up benefiting any forecasting model that incorporates it using machine learning models. Think about the following scenarios: It is fair to say that any model in the scenarios above […] The post Using Weather Data for Machine Learning Models appeared first on Analytics Vidhya.

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The unsung skill too many IT leaders shortchange

CIO Business Intelligence

When it comes to harvesting full value from the rich set of technologies available to every organization, communications skills are probably not on every IT leader’s short list of essential capabilities. Technical skills, for sure. Integration? No doubt. But full spectrum communication skills — that is, oral, written, and digital/social — are almost as essential, if not more so, when it comes to conveying the value of IT’s work and ensuring adoption of it.

IT 98
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How To Get Promoted In Product Management

Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

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Authors Unite Against AI Companies: Seek Respect and Pay for Copyrighted Work

Analytics Vidhya

Prominent authors, including literary giants like Margaret Atwood, Viet Thanh Nguyen, and Philip Pullman, have united to demand that artificial intelligence (AI) companies respect their rights and seek permission before utilizing their copyrighted material. The Authors Guild, America’s largest professional organization for writers, has spearheaded this initiative.

Analytics 265
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Salesforce updates its Commerce Cloud with digital commerce capabilities

CIO Business Intelligence

Salesforce is adding new features to its Commerce Cloud that will help organizations embed digital commerce capabilities into sales, service, or marketing processes to drive more revenue, the company said on Tuesday. The Commerce Cloud is a product suite aimed at helping organizations create unified buying experiences for their customers across channels, including mobile, social, and web.

B2B 98

More Trending

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Textbooks Are All You Need: A Revolutionary Approach to AI Training

KDnuggets

This is an overview of the "Textbooks Are All You Need" paper, highlighting the Phi-1 model's success using high-quality synthetic textbook data for AI training.

Modeling 100
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Government Intervention in Chip Design: A Boon or Bane for India’s Semiconductor Ambitions?

Analytics Vidhya

India is preparing to showcase its semiconductor prowess and chip design innovation at the upcoming ‘Semicon India 2023’ The event, to be inaugurated by Indian Prime Minister Narendra Modi, is set to launch several initiatives & semiconductor investment opportunities. It is a part of the Indian government’s proactive approach to try establishing the country as […] The post Government Intervention in Chip Design: A Boon or Bane for India’s Semiconductor Ambitions

Analytics 261
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Mastering GPUs: A Beginner’s Guide to GPU-Accelerated DataFrames in Python

KDnuggets

RAPIDS cuDF, with its pandas-like API, enables data scientists and engineers to quickly tap into the immense potential of parallel computing on GPUs–with just a few code line changes. Read on for more.

IT 94
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The Inner Workings of LLMs: A Deep Dive into Language Model Architecture

Analytics Vidhya

Introduction Language Models based on Large- scale pre- training LLMs have revolutionized the field of natural language processing. Thus, enabling machines to comprehend and generate human-like text with remarkable accuracy. To truly appreciate the capabilities of LLMs, it is essential to take a deep dive into their inner workings and understand the intricacies of their […] The post The Inner Workings of LLMs: A Deep Dive into Language Model Architecture appeared first on Analytics Vidhya.

Modeling 258
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Navigating the Future: Generative AI, Application Analytics, and Data

Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

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Everything You Need About the LLM University by Cohere

KDnuggets

Want to kickstart a new career with LLMs? Or want to transfer to the next big thing in tech? You can do so now with the LLM University by Cohere.

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OpenAI Develops Baby Llama – An LLM for Low-Powered Devices!

Analytics Vidhya

Breaking news from the world of artificial intelligence! OpenAI‘s renowned deep learning expert, Andrej Karpathy, has undertaken an exciting weekend project that could revolutionize how we run complex models on resource-constrained devices. With his creation of “Baby Llama,” a simplified version of the Llama 2 model, Karpathy showcases the power of pure C code and […] The post OpenAI Develops Baby Llama – An LLM for Low-Powered Devices!

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Unlocking the Power of Numbers in Health Economics and Outcomes Research

KDnuggets

Learn about the quantitative challenges that are present in HEOR research and how statistics can be used to address these issues.

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Microsoft’s Bing Chat Expands to Chrome and Safari

Analytics Vidhya

Microsoft’s Bing Chat, the AI-powered chatbot, is breaking out of its Microsoft-exclusive boundaries and is now being tested on non-Microsoft browsers. The expansion aims to provide a broader user base with access to ChatGPT-like capabilities. Excitement surrounds this move as Bing Chat, powered by OpenAI’s GPT-4 model, promises a seamless conversational experience.

Testing 219
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Get Better Network Graphs & Save Analysts Time

Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

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IBM named a leader in ESG reporting and data management software by independent research firm

IBM Big Data Hub

Independent research firm Verdantix recently identified IBM as a leader in their report, “ Green Quadrant: ESG Reporting and Data Management Software ” (July 17, 2023), which evaluated and provided a detailed assessment of solution providers and their product offerings. The rigorous analysis conducted by Verdantix included a comprehensive 115-point questionnaire, two-hour live demonstrations by suppliers and interviews with existing ESG software customers.

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Advance your Career with the 3rd Best Online Master’s in Data Science Program

KDnuggets

Convenient one and two-year schedules. Enrolling now for October 2023 and March 2024.

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Optimizing energy production with the latest smart grid technologies

IBM Big Data Hub

New technologies are shaping the way we produce, distribute and consume energy. Smart grid technology—an integral part of energy’s digital transformation—promises to modernize the traditional electrical system with an infusion of digital intelligence that helps energy providers transition to clean energy and reduce carbon emissions.

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Is Data Quality Broken?

Dataiku

In a survey of 400 global data leaders , nearly a quarter of respondents (24%) cited a “lack of quality data or ability to easily access the right data” as their most present barrier to delivering more value from analytics and AI.

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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

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Real-Real-World Programming with ChatGPT

O'Reilly on Data

If you’re reading this, chances are you’ve played around with using AI tools like ChatGPT or GitHub Copilot to write code for you. Or even if you haven’t yet, then you’ve at least heard about these tools in your newsfeed over the past year. So far I’ve read a gazillion blog posts about people’s experiences with these AI coding assistance tools. These posts often recount someone trying ChatGPT or Copilot for the first time with a few simple prompts, seeing how it does for some small self-containe

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7 IT delegation mistakes to avoid

CIO Business Intelligence

CIOs are burdened with far too many responsibilities for a single individual to competently or productively handle on their own. That’s why it’s important to know how to efficiently delegate tasks to carefully selected team members. Unfortunately, many CIOs are reluctant to assign any important task to a subordinate, believing that the job may not be handled properly or, worse, completely botched.

IT 98
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Configure monitoring, limits, and alarms in Amazon Redshift Serverless to keep costs predictable

AWS Big Data

Amazon Redshift Serverless makes it simple to run and scale analytics in seconds. It automatically provisions and intelligently scales data warehouse compute capacity to deliver fast performance, and you pay only for what you use. Just load your data and start querying right away in the Amazon Redshift Query Editor or in your favorite business intelligence (BI) tool.

Metrics 76
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BMC Helix: Huisman Equipment’s secret to a drastically improved HR experience

CIO Business Intelligence

Nearly a century old, Huisman Equipment B.V. designs, manufactures, and services heavy construction equipment for a wide range of industries, including petroleum, renewable energy, naval fleets, and entertainment. The company has a global reputation for providing high-quality service, cost efficiency, and rapid time to value—all while ensuring compliance with relevant regulations as it delivers its solutions.

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Understanding User Needs and Satisfying Them

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

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Enable data analytics with Talend and Amazon Redshift Serverless

AWS Big Data

This is a guest post co-written with Cameron Davie from Talend. Today, in order to accelerate and scale data analytics, companies are looking for an approach to minimize infrastructure management and predict computing needs for different types of workloads, including spikes and ad hoc analytics. The integration of Talend Cloud and Talend Stitch with Amazon Redshift Serverless can help you achieve successful business outcomes without data warehouse infrastructure management.

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Alcion supports their multi-tenant platform with Amazon OpenSearch Serverless

AWS Big Data

This is a guest blog post co-written with Zack Rossman from Alcion. Alcion, a security-first, AI-driven backup-as-a-service (BaaS) platform, helps Microsoft 365 administrators quickly and intuitively protect data from cyber threats and accidental data loss. In the event of data loss, Alcion customers need to search metadata for the backed-up items (files, emails, contacts, events, and so on) to select specific item versions for restore.